---
license: apache-2.0
library_name: peft
tags:
- generated_from_trainer
base_model: ericzzz/falcon-rw-1b-instruct-openorca
model-index:
- name: falcon-rw-1b-instruct-openorca-retrained_network_corpus
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# falcon-rw-1b-instruct-openorca-retrained_network_corpus

This model is a fine-tuned version of [ericzzz/falcon-rw-1b-instruct-openorca](https://huggingface.co/ericzzz/falcon-rw-1b-instruct-openorca) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 3.6185

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 2
- num_epochs: 10
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 2.6649        | 1.0   | 28   | 2.5872          |
| 2.0983        | 2.0   | 56   | 2.5236          |
| 1.6296        | 3.0   | 84   | 2.5791          |
| 1.2573        | 4.0   | 112  | 2.6976          |
| 0.9665        | 5.0   | 140  | 2.8468          |
| 0.7261        | 6.0   | 168  | 2.9899          |
| 0.5295        | 7.0   | 196  | 3.1940          |
| 0.38          | 8.0   | 224  | 3.3579          |
| 0.2729        | 9.0   | 252  | 3.5245          |
| 0.208         | 10.0  | 280  | 3.6185          |


### Framework versions

- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1